DocumentCode
722920
Title
Agent-based modelling of electric vehicle driving and charging behavior
Author
Torres, S. ; Barambones, Oscar ; Gonzalez de Durana, J.M. ; Marzabal, F. ; Kremers, E. ; Wirges, J.
Author_Institution
Coll. of Eng., Univ. of the Basque Country, Vitoria-Gasteiz, Spain
fYear
2015
fDate
16-19 June 2015
Firstpage
459
Lastpage
464
Abstract
Electromobility lies on the crossroad between mobility and energy systems. The individual heterogeneous behaviours, and especially the spatial distribution and dynamism of the system make it a complex one. In this work, it is proposed an agent-based model to reflect this complexity and create a bottomup model which addresses specifically driving and charging behaviours of the individual agents. The model was implemented in a simple network which included the commonly used facilities in a city. This allows the computation of the generated load curve in a geographical context for any network. Different technical parameters were varied, as well as the driving and charging behaviours. The load curve as an aggregated result showed emergent patterns such as non-trivial effects when increasing the charging power. The model provides qualitative results from an exploratory point of view, which help to better understand electromobility systems by relating its causes and effects.
Keywords
electric vehicles; multi-agent systems; power engineering computing; agent-based modelling; charging power; electric vehicle charging behavior; electric vehicle driving behavior; electromobility systems; load curve; Batteries; Computational modeling; Data models; Electric vehicles; Load modeling; Roads; agent-based model; charging behavior; electric mobility; spatio-temporal modelling;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location
Torremolinos
Type
conf
DOI
10.1109/MED.2015.7158791
Filename
7158791
Link To Document